Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 564211 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 36454 |
| Duplicate rows (%) | 6.5% |
| Total size in memory | 116.2 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 7 |
| Dataset has 36454 (6.5%) duplicate rows | Duplicates |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_booking | High correlation |
days_from_account_created_until_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with weekofyear_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
dayofweek_first_active is highly correlated with dayofweek_first_booking and 1 other fields | High correlation |
weekofyear_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_booking is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_booking is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_account_created is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_booking | High correlation |
days_from_account_created_until_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with weekofyear_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
dayofweek_first_active is highly correlated with dayofweek_first_booking and 1 other fields | High correlation |
weekofyear_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_booking is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_booking is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_account_created is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_booking | High correlation |
days_from_account_created_until_booking is highly correlated with days_from_first_active_until_booking | High correlation |
year_first_active is highly correlated with year_first_booking and 1 other fields | High correlation |
month_first_active is highly correlated with weekofyear_first_active and 4 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
dayofweek_first_active is highly correlated with dayofweek_first_booking and 1 other fields | High correlation |
weekofyear_first_active is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_booking is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_booking is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_booking is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_booking is highly correlated with month_first_active and 4 other fields | High correlation |
year_first_account_created is highly correlated with year_first_active and 1 other fields | High correlation |
month_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
day_first_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_account_created is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_account_created is highly correlated with month_first_active and 4 other fields | High correlation |
signup_flow is highly correlated with affiliate_channel and 1 other fields | High correlation |
days_from_first_active_until_booking is highly correlated with days_from_account_created_until_booking and 4 other fields | High correlation |
days_from_account_created_until_booking is highly correlated with days_from_first_active_until_booking and 4 other fields | High correlation |
year_first_active is highly correlated with days_from_first_active_until_booking and 9 other fields | High correlation |
month_first_active is highly correlated with year_first_active and 7 other fields | High correlation |
day_first_active is highly correlated with day_first_booking and 1 other fields | High correlation |
dayofweek_first_active is highly correlated with dayofweek_first_booking and 1 other fields | High correlation |
weekofyear_first_active is highly correlated with year_first_active and 7 other fields | High correlation |
year_first_booking is highly correlated with days_from_first_active_until_booking and 9 other fields | High correlation |
month_first_booking is highly correlated with year_first_active and 7 other fields | High correlation |
day_first_booking is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_booking is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_booking is highly correlated with year_first_active and 7 other fields | High correlation |
year_first_account_created is highly correlated with days_from_first_active_until_booking and 9 other fields | High correlation |
month_first_account_created is highly correlated with year_first_active and 7 other fields | High correlation |
day_first_account_created is highly correlated with day_first_active and 1 other fields | High correlation |
dayofweek_first_account_created is highly correlated with dayofweek_first_active and 1 other fields | High correlation |
weekofyear_first_account_created is highly correlated with year_first_active and 7 other fields | High correlation |
gender is highly correlated with age | High correlation |
age is highly correlated with gender | High correlation |
affiliate_channel is highly correlated with signup_flow and 2 other fields | High correlation |
first_affiliate_tracked is highly correlated with affiliate_channel | High correlation |
signup_app is highly correlated with signup_flow and 1 other fields | High correlation |
country_destination is highly correlated with days_from_first_active_until_booking and 1 other fields | High correlation |
days_from_first_active_until_account_created is highly skewed (γ1 = 59.21177461) | Skewed |
signup_flow has 452543 (80.2%) zeros | Zeros |
days_from_first_active_until_booking has 98606 (17.5%) zeros | Zeros |
days_from_first_active_until_account_created has 563497 (99.9%) zeros | Zeros |
days_from_account_created_until_booking has 98583 (17.5%) zeros | Zeros |
dayofweek_first_active has 89727 (15.9%) zeros | Zeros |
dayofweek_first_booking has 89727 (15.9%) zeros | Zeros |
dayofweek_first_account_created has 89727 (15.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-16 19:03:10.200813 |
|---|---|
| Analysis finished | 2022-05-16 19:08:52.430362 |
| Duration | 5 minutes and 42.23 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.426328094 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 452543 |
| Zeros (%) | 80.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 24 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.591081925 |
|---|---|
| Coefficient of variation (CV) | 2.716484198 |
| Kurtosis | 6.445504223 |
| Mean | 2.426328094 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.81998725 |
| Sum | 1368961 |
| Variance | 43.44236094 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 0 | 452543 | |
| 3 | 29387 | 5.2% |
| 25 | 27560 | 4.9% |
| 2 | 19425 | 3.4% |
| 12 | 17682 | 3.1% |
| 24 | 8491 | 1.5% |
| 23 | 4616 | 0.8% |
| 1 | 1591 | 0.3% |
| 8 | 1296 | 0.2% |
| 6 | 949 | 0.2% |
| Other values (7) | 671 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 452543 | |
| 1 | 1591 | 0.3% |
| 2 | 19425 | 3.4% |
| 3 | 29387 | 5.2% |
| 4 | 1 | < 0.1% |
| 5 | 31 | < 0.1% |
| 6 | 949 | 0.2% |
| 8 | 1296 | 0.2% |
| 10 | 2 | < 0.1% |
| 12 | 17682 | 3.1% |
| Value | Count | Frequency (%) |
| 25 | 27560 | |
| 24 | 8491 | 1.5% |
| 23 | 4616 | 0.8% |
| 21 | 552 | 0.1% |
| 20 | 14 | < 0.1% |
| 16 | 45 | < 0.1% |
| 15 | 26 | < 0.1% |
| 12 | 17682 | |
| 10 | 2 | < 0.1% |
| 8 | 1296 | 0.2% |
days_from_first_active_until_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1940 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.5635108 |
| Minimum | 0 |
|---|---|
| Maximum | 2293 |
| Zeros | 98606 |
| Zeros (%) | 17.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 10 |
| Q3 | 275 |
| 95-th percentile | 874 |
| Maximum | 2293 |
| Range | 2293 |
| Interquartile range (IQR) | 274 |
Descriptive statistics
| Standard deviation | 305.0256055 |
|---|---|
| Coefficient of variation (CV) | 1.679993982 |
| Kurtosis | 3.568337832 |
| Mean | 181.5635108 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.961718151 |
| Sum | 102440130 |
| Variance | 93040.62002 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 98606 | 17.5% |
| 1 | 70367 | 12.5% |
| 2 | 31157 | 5.5% |
| 3 | 20444 | 3.6% |
| 4 | 15669 | 2.8% |
| 5 | 11772 | 2.1% |
| 6 | 10244 | 1.8% |
| 7 | 9008 | 1.6% |
| 8 | 7345 | 1.3% |
| 9 | 6603 | 1.2% |
| Other values (1930) | 282996 |
| Value | Count | Frequency (%) |
| 0 | 98606 | |
| 1 | 70367 | |
| 2 | 31157 | 5.5% |
| 3 | 20444 | 3.6% |
| 4 | 15669 | 2.8% |
| 5 | 11772 | 2.1% |
| 6 | 10244 | 1.8% |
| 7 | 9008 | 1.6% |
| 8 | 7345 | 1.3% |
| 9 | 6603 | 1.2% |
| Value | Count | Frequency (%) |
| 2293 | 1 | < 0.1% |
| 2228 | 1 | < 0.1% |
| 2001 | 2 | |
| 1999 | 1 | < 0.1% |
| 1995 | 2 | |
| 1994 | 1 | < 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 3 | |
| 1990 | 2 | |
| 1982 | 1 | < 0.1% |
| Distinct | 142 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2856307303 |
| Minimum | 0 |
|---|---|
| Maximum | 1456 |
| Zeros | 563497 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1456 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12.51771308 |
|---|---|
| Coefficient of variation (CV) | 43.82481206 |
| Kurtosis | 4152.152908 |
| Mean | 0.2856307303 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 59.21177461 |
| Sum | 161156 |
| Variance | 156.6931407 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 563497 | |
| 5 | 69 | < 0.1% |
| 78 | 61 | < 0.1% |
| 274 | 50 | < 0.1% |
| 1 | 35 | < 0.1% |
| 3 | 35 | < 0.1% |
| 516 | 34 | < 0.1% |
| 634 | 34 | < 0.1% |
| 237 | 30 | < 0.1% |
| 6 | 24 | < 0.1% |
| Other values (132) | 342 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 563497 | |
| 1 | 35 | < 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 35 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 69 | < 0.1% |
| 6 | 24 | < 0.1% |
| 7 | 6 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 1456 | 1 | < 0.1% |
| 1369 | 1 | < 0.1% |
| 1361 | 1 | < 0.1% |
| 1148 | 1 | < 0.1% |
| 1036 | 1 | < 0.1% |
| 1018 | 1 | < 0.1% |
| 1011 | 22 | |
| 998 | 1 | < 0.1% |
| 995 | 1 | < 0.1% |
| 882 | 1 | < 0.1% |
days_from_account_created_until_booking
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1963 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.2778801 |
| Minimum | -349 |
|---|---|
| Maximum | 2001 |
| Zeros | 98583 |
| Zeros (%) | 17.5% |
| Negative | 220 |
| Negative (%) | < 0.1% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | -349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 10 |
| Q3 | 274 |
| 95-th percentile | 873 |
| Maximum | 2001 |
| Range | 2350 |
| Interquartile range (IQR) | 273 |
Descriptive statistics
| Standard deviation | 304.8293877 |
|---|---|
| Coefficient of variation (CV) | 1.681558652 |
| Kurtosis | 3.569870883 |
| Mean | 181.2778801 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.961996198 |
| Sum | 102278974 |
| Variance | 92920.95563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 98583 | 17.5% |
| 1 | 70324 | 12.5% |
| 2 | 31176 | 5.5% |
| 3 | 20450 | 3.6% |
| 4 | 15655 | 2.8% |
| 5 | 11733 | 2.1% |
| 6 | 10247 | 1.8% |
| 7 | 9018 | 1.6% |
| 8 | 7346 | 1.3% |
| 9 | 6601 | 1.2% |
| Other values (1953) | 283078 |
| Value | Count | Frequency (%) |
| -349 | 1 | < 0.1% |
| -347 | 1 | < 0.1% |
| -338 | 1 | < 0.1% |
| -308 | 1 | < 0.1% |
| -298 | 17 | < 0.1% |
| -295 | 1 | < 0.1% |
| -269 | 50 | |
| -261 | 1 | < 0.1% |
| -208 | 1 | < 0.1% |
| -167 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2001 | 2 | |
| 1999 | 1 | < 0.1% |
| 1995 | 2 | |
| 1994 | 1 | < 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 3 | |
| 1990 | 2 | |
| 1982 | 1 | < 0.1% |
| 1980 | 1 | < 0.1% |
| 1979 | 1 | < 0.1% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.984816 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9420049634 |
|---|---|
| Coefficient of variation (CV) | 0.0004679642667 |
| Kurtosis | 0.03781470983 |
| Mean | 2012.984816 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7333731123 |
| Sum | 1135748176 |
| Variance | 0.887373351 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2013 | 218473 | |
| 2014 | 192347 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 9 | < 0.1% |
| 2010 | 6217 | 1.1% |
| 2011 | 35062 | 6.2% |
| 2012 | 112103 | |
| 2013 | 218473 | |
| 2014 | 192347 |
| Value | Count | Frequency (%) |
| 2014 | 192347 | |
| 2013 | 218473 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.951323175 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.137649356 |
|---|---|
| Coefficient of variation (CV) | 0.527218782 |
| Kurtosis | -0.8781805789 |
| Mean | 5.951323175 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2825451161 |
| Sum | 3357802 |
| Variance | 9.84484348 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 5 | 75865 | |
| 6 | 74972 | |
| 4 | 60024 | |
| 3 | 54246 | |
| 2 | 43414 | |
| 1 | 42308 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 7 | 35863 | |
| 10 | 32731 | |
| Other values (2) | 62968 |
| Value | Count | Frequency (%) |
| 1 | 42308 | |
| 2 | 43414 | |
| 3 | 54246 | |
| 4 | 60024 | |
| 5 | 75865 | |
| 6 | 74972 | |
| 7 | 35863 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 10 | 32731 |
| Value | Count | Frequency (%) |
| 12 | 30463 | |
| 11 | 32505 | |
| 10 | 32731 | |
| 9 | 40653 | |
| 8 | 41167 | |
| 7 | 35863 | |
| 6 | 74972 | |
| 5 | 75865 | |
| 4 | 60024 | |
| 3 | 54246 |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.88474347 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.754571152 |
|---|---|
| Coefficient of variation (CV) | 0.5511307857 |
| Kurtosis | -1.197873832 |
| Mean | 15.88474347 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.008580829205 |
| Sum | 8962347 |
| Variance | 76.64251605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 28 | 20374 | 3.6% |
| 24 | 19817 | 3.5% |
| 3 | 19759 | 3.5% |
| 13 | 19729 | 3.5% |
| 17 | 19522 | 3.5% |
| 16 | 19405 | 3.4% |
| 5 | 19340 | 3.4% |
| 23 | 19170 | 3.4% |
| 10 | 18967 | 3.4% |
| 21 | 18863 | 3.3% |
| Other values (21) | 369265 |
| Value | Count | Frequency (%) |
| 1 | 15686 | |
| 2 | 17181 | |
| 3 | 19759 | |
| 4 | 17484 | |
| 5 | 19340 | |
| 6 | 18008 | |
| 7 | 18591 | |
| 8 | 18677 | |
| 9 | 18583 | |
| 10 | 18967 |
| Value | Count | Frequency (%) |
| 31 | 9767 | |
| 30 | 18573 | |
| 29 | 16438 | |
| 28 | 20374 | |
| 27 | 18279 | |
| 26 | 18781 | |
| 25 | 18718 | |
| 24 | 19817 | |
| 23 | 19170 | |
| 22 | 18729 |
dayofweek_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.772411385 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 89727 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.967624831 |
|---|---|
| Coefficient of variation (CV) | 0.7097160405 |
| Kurtosis | -1.177793694 |
| Mean | 2.772411385 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1633550305 |
| Sum | 1564225 |
| Variance | 3.871547475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 90757 | |
| 2 | 89771 | |
| 0 | 89727 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 6 | 67811 | |
| 5 | 67162 |
| Value | Count | Frequency (%) |
| 0 | 89727 | |
| 1 | 90757 | |
| 2 | 89771 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 5 | 67162 | |
| 6 | 67811 |
| Value | Count | Frequency (%) |
| 6 | 67811 | |
| 5 | 67162 | |
| 4 | 74301 | |
| 3 | 84682 | |
| 2 | 89771 | |
| 1 | 90757 | |
| 0 | 89727 |
weekofyear_first_active
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.10089842 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 35 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.58975736 |
|---|---|
| Coefficient of variation (CV) | 0.5638693266 |
| Kurtosis | -0.8683530105 |
| Mean | 24.10089842 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2848310216 |
| Sum | 13597992 |
| Variance | 184.6815052 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26 | 18834 | 3.3% |
| 23 | 17779 | 3.2% |
| 19 | 17700 | 3.1% |
| 21 | 17383 | 3.1% |
| 25 | 16884 | 3.0% |
| 24 | 16851 | 3.0% |
| 22 | 16727 | 3.0% |
| 20 | 16721 | 3.0% |
| 18 | 16177 | 2.9% |
| 17 | 14942 | 2.6% |
| Other values (43) | 394213 |
| Value | Count | Frequency (%) |
| 1 | 8253 | |
| 2 | 7863 | |
| 3 | 10277 | |
| 4 | 10802 | |
| 5 | 9977 | |
| 6 | 10508 | |
| 7 | 10443 | |
| 8 | 11567 | |
| 9 | 12161 | |
| 10 | 11835 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 6655 | |
| 51 | 6531 | |
| 50 | 6932 | |
| 49 | 7364 | |
| 48 | 6803 | |
| 47 | 7589 | |
| 46 | 8073 | |
| 45 | 7738 | |
| 44 | 7177 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.984816 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9420049634 |
|---|---|
| Coefficient of variation (CV) | 0.0004679642667 |
| Kurtosis | 0.03781470983 |
| Mean | 2012.984816 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7333731123 |
| Sum | 1135748176 |
| Variance | 0.887373351 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2013 | 218473 | |
| 2014 | 192347 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 9 | < 0.1% |
| 2010 | 6217 | 1.1% |
| 2011 | 35062 | 6.2% |
| 2012 | 112103 | |
| 2013 | 218473 | |
| 2014 | 192347 |
| Value | Count | Frequency (%) |
| 2014 | 192347 | |
| 2013 | 218473 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
month_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.951323175 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.137649356 |
|---|---|
| Coefficient of variation (CV) | 0.527218782 |
| Kurtosis | -0.8781805789 |
| Mean | 5.951323175 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2825451161 |
| Sum | 3357802 |
| Variance | 9.84484348 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 5 | 75865 | |
| 6 | 74972 | |
| 4 | 60024 | |
| 3 | 54246 | |
| 2 | 43414 | |
| 1 | 42308 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 7 | 35863 | |
| 10 | 32731 | |
| Other values (2) | 62968 |
| Value | Count | Frequency (%) |
| 1 | 42308 | |
| 2 | 43414 | |
| 3 | 54246 | |
| 4 | 60024 | |
| 5 | 75865 | |
| 6 | 74972 | |
| 7 | 35863 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 10 | 32731 |
| Value | Count | Frequency (%) |
| 12 | 30463 | |
| 11 | 32505 | |
| 10 | 32731 | |
| 9 | 40653 | |
| 8 | 41167 | |
| 7 | 35863 | |
| 6 | 74972 | |
| 5 | 75865 | |
| 4 | 60024 | |
| 3 | 54246 |
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.88474347 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.754571152 |
|---|---|
| Coefficient of variation (CV) | 0.5511307857 |
| Kurtosis | -1.197873832 |
| Mean | 15.88474347 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.008580829205 |
| Sum | 8962347 |
| Variance | 76.64251605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 28 | 20374 | 3.6% |
| 24 | 19817 | 3.5% |
| 3 | 19759 | 3.5% |
| 13 | 19729 | 3.5% |
| 17 | 19522 | 3.5% |
| 16 | 19405 | 3.4% |
| 5 | 19340 | 3.4% |
| 23 | 19170 | 3.4% |
| 10 | 18967 | 3.4% |
| 21 | 18863 | 3.3% |
| Other values (21) | 369265 |
| Value | Count | Frequency (%) |
| 1 | 15686 | |
| 2 | 17181 | |
| 3 | 19759 | |
| 4 | 17484 | |
| 5 | 19340 | |
| 6 | 18008 | |
| 7 | 18591 | |
| 8 | 18677 | |
| 9 | 18583 | |
| 10 | 18967 |
| Value | Count | Frequency (%) |
| 31 | 9767 | |
| 30 | 18573 | |
| 29 | 16438 | |
| 28 | 20374 | |
| 27 | 18279 | |
| 26 | 18781 | |
| 25 | 18718 | |
| 24 | 19817 | |
| 23 | 19170 | |
| 22 | 18729 |
dayofweek_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.772411385 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 89727 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.967624831 |
|---|---|
| Coefficient of variation (CV) | 0.7097160405 |
| Kurtosis | -1.177793694 |
| Mean | 2.772411385 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1633550305 |
| Sum | 1564225 |
| Variance | 3.871547475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 90757 | |
| 2 | 89771 | |
| 0 | 89727 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 6 | 67811 | |
| 5 | 67162 |
| Value | Count | Frequency (%) |
| 0 | 89727 | |
| 1 | 90757 | |
| 2 | 89771 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 5 | 67162 | |
| 6 | 67811 |
| Value | Count | Frequency (%) |
| 6 | 67811 | |
| 5 | 67162 | |
| 4 | 74301 | |
| 3 | 84682 | |
| 2 | 89771 | |
| 1 | 90757 | |
| 0 | 89727 |
weekofyear_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.10089842 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 35 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.58975736 |
|---|---|
| Coefficient of variation (CV) | 0.5638693266 |
| Kurtosis | -0.8683530105 |
| Mean | 24.10089842 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2848310216 |
| Sum | 13597992 |
| Variance | 184.6815052 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26 | 18834 | 3.3% |
| 23 | 17779 | 3.2% |
| 19 | 17700 | 3.1% |
| 21 | 17383 | 3.1% |
| 25 | 16884 | 3.0% |
| 24 | 16851 | 3.0% |
| 22 | 16727 | 3.0% |
| 20 | 16721 | 3.0% |
| 18 | 16177 | 2.9% |
| 17 | 14942 | 2.6% |
| Other values (43) | 394213 |
| Value | Count | Frequency (%) |
| 1 | 8253 | |
| 2 | 7863 | |
| 3 | 10277 | |
| 4 | 10802 | |
| 5 | 9977 | |
| 6 | 10508 | |
| 7 | 10443 | |
| 8 | 11567 | |
| 9 | 12161 | |
| 10 | 11835 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 6655 | |
| 51 | 6531 | |
| 50 | 6932 | |
| 49 | 7364 | |
| 48 | 6803 | |
| 47 | 7589 | |
| 46 | 8073 | |
| 45 | 7738 | |
| 44 | 7177 |
year_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2012.984816 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9420049634 |
|---|---|
| Coefficient of variation (CV) | 0.0004679642667 |
| Kurtosis | 0.03781470983 |
| Mean | 2012.984816 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.7333731123 |
| Sum | 1135748176 |
| Variance | 0.887373351 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2013 | 218473 | |
| 2014 | 192347 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 9 | < 0.1% |
| 2010 | 6217 | 1.1% |
| 2011 | 35062 | 6.2% |
| 2012 | 112103 | |
| 2013 | 218473 | |
| 2014 | 192347 |
| Value | Count | Frequency (%) |
| 2014 | 192347 | |
| 2013 | 218473 | |
| 2012 | 112103 | |
| 2011 | 35062 | 6.2% |
| 2010 | 6217 | 1.1% |
| 2009 | 9 | < 0.1% |
month_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.951323175 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.137649356 |
|---|---|
| Coefficient of variation (CV) | 0.527218782 |
| Kurtosis | -0.8781805789 |
| Mean | 5.951323175 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2825451161 |
| Sum | 3357802 |
| Variance | 9.84484348 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 5 | 75865 | |
| 6 | 74972 | |
| 4 | 60024 | |
| 3 | 54246 | |
| 2 | 43414 | |
| 1 | 42308 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 7 | 35863 | |
| 10 | 32731 | |
| Other values (2) | 62968 |
| Value | Count | Frequency (%) |
| 1 | 42308 | |
| 2 | 43414 | |
| 3 | 54246 | |
| 4 | 60024 | |
| 5 | 75865 | |
| 6 | 74972 | |
| 7 | 35863 | |
| 8 | 41167 | |
| 9 | 40653 | |
| 10 | 32731 |
| Value | Count | Frequency (%) |
| 12 | 30463 | |
| 11 | 32505 | |
| 10 | 32731 | |
| 9 | 40653 | |
| 8 | 41167 | |
| 7 | 35863 | |
| 6 | 74972 | |
| 5 | 75865 | |
| 4 | 60024 | |
| 3 | 54246 |
day_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.88474347 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.754571152 |
|---|---|
| Coefficient of variation (CV) | 0.5511307857 |
| Kurtosis | -1.197873832 |
| Mean | 15.88474347 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.008580829205 |
| Sum | 8962347 |
| Variance | 76.64251605 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 28 | 20374 | 3.6% |
| 24 | 19817 | 3.5% |
| 3 | 19759 | 3.5% |
| 13 | 19729 | 3.5% |
| 17 | 19522 | 3.5% |
| 16 | 19405 | 3.4% |
| 5 | 19340 | 3.4% |
| 23 | 19170 | 3.4% |
| 10 | 18967 | 3.4% |
| 21 | 18863 | 3.3% |
| Other values (21) | 369265 |
| Value | Count | Frequency (%) |
| 1 | 15686 | |
| 2 | 17181 | |
| 3 | 19759 | |
| 4 | 17484 | |
| 5 | 19340 | |
| 6 | 18008 | |
| 7 | 18591 | |
| 8 | 18677 | |
| 9 | 18583 | |
| 10 | 18967 |
| Value | Count | Frequency (%) |
| 31 | 9767 | |
| 30 | 18573 | |
| 29 | 16438 | |
| 28 | 20374 | |
| 27 | 18279 | |
| 26 | 18781 | |
| 25 | 18718 | |
| 24 | 19817 | |
| 23 | 19170 | |
| 22 | 18729 |
dayofweek_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.772411385 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 89727 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.967624831 |
|---|---|
| Coefficient of variation (CV) | 0.7097160405 |
| Kurtosis | -1.177793694 |
| Mean | 2.772411385 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1633550305 |
| Sum | 1564225 |
| Variance | 3.871547475 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 90757 | |
| 2 | 89771 | |
| 0 | 89727 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 6 | 67811 | |
| 5 | 67162 |
| Value | Count | Frequency (%) |
| 0 | 89727 | |
| 1 | 90757 | |
| 2 | 89771 | |
| 3 | 84682 | |
| 4 | 74301 | |
| 5 | 67162 | |
| 6 | 67811 |
| Value | Count | Frequency (%) |
| 6 | 67811 | |
| 5 | 67162 | |
| 4 | 74301 | |
| 3 | 84682 | |
| 2 | 89771 | |
| 1 | 90757 | |
| 0 | 89727 |
weekofyear_first_account_created
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.10089842 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 14 |
| median | 23 |
| Q3 | 35 |
| 95-th percentile | 48 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.58975736 |
|---|---|
| Coefficient of variation (CV) | 0.5638693266 |
| Kurtosis | -0.8683530105 |
| Mean | 24.10089842 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2848310216 |
| Sum | 13597992 |
| Variance | 184.6815052 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 26 | 18834 | 3.3% |
| 23 | 17779 | 3.2% |
| 19 | 17700 | 3.1% |
| 21 | 17383 | 3.1% |
| 25 | 16884 | 3.0% |
| 24 | 16851 | 3.0% |
| 22 | 16727 | 3.0% |
| 20 | 16721 | 3.0% |
| 18 | 16177 | 2.9% |
| 17 | 14942 | 2.6% |
| Other values (43) | 394213 |
| Value | Count | Frequency (%) |
| 1 | 8253 | |
| 2 | 7863 | |
| 3 | 10277 | |
| 4 | 10802 | |
| 5 | 9977 | |
| 6 | 10508 | |
| 7 | 10443 | |
| 8 | 11567 | |
| 9 | 12161 | |
| 10 | 11835 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 6655 | |
| 51 | 6531 | |
| 50 | 6932 | |
| 49 | 7364 | |
| 48 | 6803 | |
| 47 | 7589 | |
| 46 | 8073 | |
| 45 | 7738 | |
| 44 | 7177 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| -unknown- | |
|---|---|
| FEMALE | |
| MALE | |
| OTHER | 1262 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.478741109 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -unknown- |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | FEMALE |
| 5th row | -unknown- |
Common Values
| Value | Count | Frequency (%) |
| -unknown- | 203055 | |
| FEMALE | 190998 | |
| MALE | 168896 | |
| OTHER | 1262 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| unknown | 203055 | |
| female | 190998 | |
| male | 168896 | |
| other | 1262 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.85744518 |
| Minimum | 16 |
|---|---|
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.3 MiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 31 |
| median | 40 |
| Q3 | 49 |
| 95-th percentile | 60 |
| Maximum | 115 |
| Range | 99 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.9449027 |
|---|---|
| Coefficient of variation (CV) | 0.3168309386 |
| Kurtosis | 4.407622748 |
| Mean | 40.85744518 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.239106451 |
| Sum | 23052220 |
| Variance | 167.570506 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 49 | 169734 | |
| 30 | 20308 | 3.6% |
| 31 | 19571 | 3.5% |
| 32 | 19403 | 3.4% |
| 29 | 19184 | 3.4% |
| 28 | 17616 | 3.1% |
| 33 | 17123 | 3.0% |
| 27 | 16642 | 2.9% |
| 34 | 16559 | 2.9% |
| 35 | 14984 | 2.7% |
| Other values (89) | 233087 |
| Value | Count | Frequency (%) |
| 16 | 26 | < 0.1% |
| 17 | 81 | < 0.1% |
| 18 | 2572 | 0.5% |
| 19 | 4754 | 0.8% |
| 20 | 1273 | 0.2% |
| 21 | 3939 | 0.7% |
| 22 | 6267 | |
| 23 | 8152 | |
| 24 | 10839 | |
| 25 | 14004 |
| Value | Count | Frequency (%) |
| 115 | 12 | < 0.1% |
| 113 | 4 | < 0.1% |
| 112 | 1 | < 0.1% |
| 111 | 2 | < 0.1% |
| 110 | 357 | 0.1% |
| 109 | 33 | < 0.1% |
| 108 | 15 | < 0.1% |
| 107 | 23 | < 0.1% |
| 106 | 28 | < 0.1% |
| 105 | 4417 |
signup_method
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| basic | |
|---|---|
| 902 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.82253625 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | basic |
| 4th row | |
| 5th row | basic |
Common Values
| Value | Count | Frequency (%) |
| basic | 408915 | |
| 154394 | 27.4% | |
| 902 | 0.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| basic | 408915 | |
| 154394 | 27.4% | |
| 902 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
language
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| en | |
|---|---|
| fr | 3226 |
| zh | 2491 |
| de | 2409 |
| es | 2295 |
| Other values (20) | 5650 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 548140 | |
| fr | 3226 | 0.6% |
| zh | 2491 | 0.4% |
| de | 2409 | 0.4% |
| es | 2295 | 0.4% |
| ko | 1384 | 0.2% |
| it | 1128 | 0.2% |
| ru | 737 | 0.1% |
| pt | 495 | 0.1% |
| ja | 432 | 0.1% |
| Other values (15) | 1474 | 0.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| en | 548140 | |
| fr | 3226 | 0.6% |
| zh | 2491 | 0.4% |
| de | 2409 | 0.4% |
| es | 2295 | 0.4% |
| ko | 1384 | 0.2% |
| it | 1128 | 0.2% |
| ru | 737 | 0.1% |
| pt | 495 | 0.1% |
| ja | 432 | 0.1% |
| Other values (15) | 1474 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| seo | 23817 |
| other | 17155 |
| Other values (3) | 25389 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.832964972 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | seo |
| 3rd row | direct |
| 4th row | direct |
| 5th row | direct |
Common Values
| Value | Count | Frequency (%) |
| direct | 372131 | |
| sem-brand | 73791 | 13.1% |
| sem-non-brand | 51928 | 9.2% |
| seo | 23817 | 4.2% |
| other | 17155 | 3.0% |
| api | 15797 | 2.8% |
| content | 6716 | 1.2% |
| remarketing | 2876 | 0.5% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| direct | 372131 | |
| sem-brand | 73791 | 13.1% |
| sem-non-brand | 51928 | 9.2% |
| seo | 23817 | 4.2% |
| other | 17155 | 3.0% |
| api | 15797 | 2.8% |
| content | 6716 | 1.2% |
| remarketing | 2876 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 12851 |
| product | 4961 |
| Other values (2) | 359 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.159504157 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | untracked |
| 5th row | untracked |
Common Values
| Value | Count | Frequency (%) |
| untracked | 304407 | |
| linked | 123296 | |
| omg | 118337 | 21.0% |
| tracked-other | 12851 | 2.3% |
| product | 4961 | 0.9% |
| marketing | 231 | < 0.1% |
| local ops | 128 | < 0.1% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| untracked | 304407 | |
| linked | 123296 | |
| omg | 118337 | 21.0% |
| tracked-other | 12851 | 2.3% |
| product | 4961 | 0.9% |
| marketing | 231 | < 0.1% |
| local | 128 | < 0.1% |
| ops | 128 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| Web | |
|---|---|
| iOS | 36163 |
| Moweb | 11758 |
| Android | 8846 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.104393569 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 507444 | |
| iOS | 36163 | 6.4% |
| Moweb | 11758 | 2.1% |
| Android | 8846 | 1.6% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| web | 507444 | |
| ios | 36163 | 6.4% |
| moweb | 11758 | 2.1% |
| android | 8846 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.3 MiB |
| NDF | |
|---|---|
| US | |
| other | |
| IT | |
| ES | |
| Other values (7) |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.476479544 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NDF |
|---|---|
| 2nd row | NDF |
| 3rd row | US |
| 4th row | other |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| NDF | 119810 | |
| US | 60800 | |
| other | 49675 | |
| IT | 41640 | 7.4% |
| ES | 39654 | 7.0% |
| GB | 38845 | 6.9% |
| CA | 37395 | 6.6% |
| NL | 37300 | 6.6% |
| AU | 36820 | 6.5% |
| DE | 36155 | 6.4% |
| Other values (2) | 66117 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| ndf | 119810 | |
| us | 60800 | |
| other | 49675 | |
| it | 41640 | 7.4% |
| es | 39654 | 7.0% |
| gb | 38845 | 6.9% |
| ca | 37395 | 6.6% |
| nl | 37300 | 6.6% |
| au | 36820 | 6.5% |
| de | 36155 | 6.4% |
| Other values (2) | 66117 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
First rows
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekofyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_account_created | month_first_account_created | day_first_account_created | dayofweek_first_account_created | weekofyear_first_account_created | gender | age | signup_method | language | affiliate_channel | first_affiliate_tracked | signup_app | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 2293 | 466 | 1827 | 2009 | 3 | 19 | 3 | 12 | 2009 | 3 | 19 | 3 | 12 | 2009 | 3 | 19 | 3 | 12 | -unknown- | 49 | en | direct | untracked | Web | NDF | |
| 1 | 0 | 2228 | 732 | 1496 | 2009 | 5 | 23 | 5 | 21 | 2009 | 5 | 23 | 5 | 21 | 2009 | 5 | 23 | 5 | 21 | MALE | 38 | en | seo | untracked | Web | NDF | |
| 2 | 3 | 419 | 476 | -57 | 2009 | 6 | 9 | 1 | 24 | 2009 | 6 | 9 | 1 | 24 | 2009 | 6 | 9 | 1 | 24 | FEMALE | 56 | basic | en | direct | untracked | Web | US |
| 3 | 0 | 1043 | 765 | 278 | 2009 | 10 | 31 | 5 | 44 | 2009 | 10 | 31 | 5 | 44 | 2009 | 10 | 31 | 5 | 44 | FEMALE | 42 | en | direct | untracked | Web | other | |
| 4 | 0 | 72 | 280 | -208 | 2009 | 12 | 8 | 1 | 50 | 2009 | 12 | 8 | 1 | 50 | 2009 | 12 | 8 | 1 | 50 | -unknown- | 41 | basic | en | direct | untracked | Web | US |
| 5 | 0 | 1 | 0 | 1 | 2010 | 1 | 1 | 4 | 53 | 2010 | 1 | 1 | 4 | 53 | 2010 | 1 | 1 | 4 | 53 | -unknown- | 49 | basic | en | other | omg | Web | US |
| 6 | 0 | 3 | 0 | 3 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 2 | 5 | 53 | FEMALE | 46 | basic | en | other | untracked | Web | US |
| 7 | 0 | 10 | 0 | 10 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 3 | 6 | 53 | FEMALE | 47 | basic | en | direct | omg | Web | US |
| 8 | 0 | 206 | 0 | 206 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | FEMALE | 50 | basic | en | other | untracked | Web | US |
| 9 | 0 | 0 | 0 | 0 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | -unknown- | 46 | basic | en | other | omg | Web | US |
Last rows
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekofyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_account_created | month_first_account_created | day_first_account_created | dayofweek_first_account_created | weekofyear_first_account_created | gender | age | signup_method | language | affiliate_channel | first_affiliate_tracked | signup_app | country_destination | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 564201 | 0 | 25 | 0 | 25 | 2014 | 1 | 21 | 1 | 4 | 2014 | 1 | 21 | 1 | 4 | 2014 | 1 | 21 | 1 | 4 | -unknown- | 49 | basic | en | direct | untracked | Web | other |
| 564202 | 0 | 2 | 0 | 2 | 2013 | 4 | 30 | 1 | 18 | 2013 | 4 | 30 | 1 | 18 | 2013 | 4 | 30 | 1 | 18 | MALE | 49 | basic | ko | direct | untracked | Web | other |
| 564203 | 0 | 338 | 0 | 338 | 2012 | 9 | 2 | 6 | 35 | 2012 | 9 | 2 | 6 | 35 | 2012 | 9 | 2 | 6 | 35 | FEMALE | 33 | basic | en | direct | untracked | Web | other |
| 564204 | 0 | 4 | 0 | 4 | 2014 | 3 | 4 | 1 | 10 | 2014 | 3 | 4 | 1 | 10 | 2014 | 3 | 4 | 1 | 10 | -unknown- | 49 | basic | fr | sem-brand | omg | Web | other |
| 564205 | 0 | 182 | 0 | 182 | 2014 | 6 | 21 | 5 | 25 | 2014 | 6 | 21 | 5 | 25 | 2014 | 6 | 21 | 5 | 25 | MALE | 43 | basic | en | direct | untracked | Web | other |
| 564206 | 0 | 26 | 0 | 26 | 2012 | 5 | 23 | 2 | 21 | 2012 | 5 | 23 | 2 | 21 | 2012 | 5 | 23 | 2 | 21 | FEMALE | 34 | en | direct | untracked | Web | other | |
| 564207 | 0 | 1 | 0 | 1 | 2013 | 8 | 1 | 3 | 31 | 2013 | 8 | 1 | 3 | 31 | 2013 | 8 | 1 | 3 | 31 | FEMALE | 33 | en | direct | untracked | Web | other | |
| 564208 | 0 | 0 | 0 | 0 | 2014 | 6 | 9 | 0 | 24 | 2014 | 6 | 9 | 0 | 24 | 2014 | 6 | 9 | 0 | 24 | FEMALE | 37 | basic | en | direct | untracked | Web | other |
| 564209 | 0 | 0 | 0 | 0 | 2014 | 5 | 20 | 1 | 21 | 2014 | 5 | 20 | 1 | 21 | 2014 | 5 | 20 | 1 | 21 | FEMALE | 31 | basic | en | direct | untracked | Web | other |
| 564210 | 0 | 158 | 10 | 148 | 2013 | 8 | 12 | 0 | 33 | 2013 | 8 | 12 | 0 | 33 | 2013 | 8 | 12 | 0 | 33 | FEMALE | 39 | en | direct | untracked | Web | other |
Most frequently occurring
| signup_flow | days_from_first_active_until_booking | days_from_first_active_until_account_created | days_from_account_created_until_booking | year_first_active | month_first_active | day_first_active | dayofweek_first_active | weekofyear_first_active | year_first_booking | month_first_booking | day_first_booking | dayofweek_first_booking | weekofyear_first_booking | year_first_account_created | month_first_account_created | day_first_account_created | dayofweek_first_account_created | weekofyear_first_account_created | gender | age | signup_method | language | affiliate_channel | first_affiliate_tracked | signup_app | country_destination | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16682 | 0 | 30 | 0 | 30 | 2013 | 12 | 27 | 4 | 52 | 2013 | 12 | 27 | 4 | 52 | 2013 | 12 | 27 | 4 | 52 | MALE | 30 | basic | en | sem-brand | omg | Web | PT | 185 |
| 11588 | 0 | 4 | 0 | 4 | 2014 | 2 | 12 | 2 | 7 | 2014 | 2 | 12 | 2 | 7 | 2014 | 2 | 12 | 2 | 7 | -unknown- | 49 | basic | en | seo | untracked | Web | PT | 182 |
| 2188 | 0 | 0 | 0 | 0 | 2013 | 9 | 17 | 1 | 38 | 2013 | 9 | 17 | 1 | 38 | 2013 | 9 | 17 | 1 | 38 | FEMALE | 28 | basic | en | direct | untracked | Web | PT | 176 |
| 30516 | 3 | 0 | 0 | 0 | 2011 | 8 | 21 | 6 | 33 | 2011 | 8 | 21 | 6 | 33 | 2011 | 8 | 21 | 6 | 33 | MALE | 67 | basic | en | direct | untracked | Web | PT | 176 |
| 4618 | 0 | 0 | 0 | 0 | 2014 | 6 | 15 | 6 | 24 | 2014 | 6 | 15 | 6 | 24 | 2014 | 6 | 15 | 6 | 24 | -unknown- | 33 | basic | en | sem-brand | untracked | Web | PT | 174 |
| 11344 | 0 | 4 | 0 | 4 | 2013 | 5 | 14 | 1 | 20 | 2013 | 5 | 14 | 1 | 20 | 2013 | 5 | 14 | 1 | 20 | -unknown- | 57 | basic | en | sem-brand | omg | Web | PT | 174 |
| 11662 | 0 | 4 | 0 | 4 | 2014 | 4 | 4 | 4 | 14 | 2014 | 4 | 4 | 4 | 14 | 2014 | 4 | 4 | 4 | 14 | -unknown- | 49 | basic | en | sem-non-brand | omg | Web | PT | 174 |
| 34947 | 25 | 2 | 0 | 2 | 2013 | 8 | 7 | 2 | 32 | 2013 | 8 | 7 | 2 | 32 | 2013 | 8 | 7 | 2 | 32 | MALE | 25 | basic | en | direct | untracked | iOS | PT | 174 |
| 14147 | 0 | 10 | 0 | 10 | 2013 | 9 | 20 | 4 | 38 | 2013 | 9 | 20 | 4 | 38 | 2013 | 9 | 20 | 4 | 38 | MALE | 34 | basic | en | sem-brand | omg | Web | PT | 173 |
| 2303 | 0 | 0 | 0 | 0 | 2013 | 10 | 3 | 3 | 40 | 2013 | 10 | 3 | 3 | 40 | 2013 | 10 | 3 | 3 | 40 | FEMALE | 34 | en | direct | tracked-other | Web | PT | 172 |